Maintaining infrastructure can be a complex and expensive task. Predictive maintenance based on machine learning can help diagnose infrastructure failures or predict them before they happen. In this blog post, we show how a machine learning solution for predicting the failure of water pump equipment is built. We use data collected about water pumps in Tanzania by a platform called Taarifa, …

You might have stumbled across it: Many banks’ online banking does not recognize transactions between your different accounts as such. A transfer from your credit card to your savings account, for example, will result in higher expenses and income being displayed, even though, of course, it actually neither changes your expenses nor your income. In this blog we describe one …